He found himself tapping his foot with a rhythm only he could hear. It was a good beat, a feeling of anticipation bubbling in his chest. Liam’s phone buzzed with a message from Maya. They'd been sharing memes and witty banter for months, mostly about the absurdity of online dating. She had just texted that she was at the coffee shop down the street.

"No way," he murmured, his voice cracking slightly. He closed his laptop with a snap. The coffee shop was his usual haunt! A warm current of excitement spread through him. He checked his reflection in the window, smoothing down his hair.

He walked into the shop with a purposeful stride. The aroma of roasting coffee filled his senses. His gaze immediately scanned the room, a secret smile playing on his lips. There she was, the girl he knew so well, sitting by the window with a book.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401